神经形态工程学
单层
光电子学
记忆电阻器
材料科学
原子层沉积
光电效应
紫外线
突触
图层(电子)
电压
纳米技术
计算机科学
电子工程
电气工程
人工神经网络
神经科学
工程类
机器学习
生物
作者
Junyao Mei,Bo Chen,Pengpeng Sang,Jixuan Wu,Xuepeng Zhan,Jiezhi Chen
标识
DOI:10.1109/icta60488.2023.10364307
摘要
Optoelectronic artificial synapses have a crucial role in future neuromorphic computing. In this study, a monolayer memristor that can be regulated both electrically and optically was fabricated using thermal atomic layer deposition (T-ALD) at temperature as low as 70 °C. The monolayer memristor has stable LRS/HRS cycles with low operating current and long retention times (10 4 s). By applying voltage pulses, repeatable potentiation and depression process are achieved, demonstrating the electrically simulated synaptic function. By using an ultraviolet (UV) light source with a wavelength of 365 nm, the memristor shows a stable light potentiation response, leading to multilevel cell characteristic (MLC). The synaptic properties under the photoelectric regulation are also demonstrated. This work may open up a new avenue for developing flexible opto-electronic artificial synapse.
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